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  • Predictive Modeling

Predictive Modeling Courses

Predictive modeling courses can help you learn statistical techniques, data preprocessing, regression analysis, and time series forecasting. You can build skills in evaluating model performance, feature selection, and interpreting results to make informed predictions. Many courses introduce tools like R, Python, and specialized libraries such as scikit-learn and TensorFlow, that support implementing predictive models and applying AI techniques effectively in various industries.


Popular Predictive Modeling Courses and Certifications


  • U

    University of Colorado Boulder

    Introduction to Deep Learning

    Skills you'll gain: Recurrent Neural Networks (RNNs), Keras (Neural Network Library), Artificial Intelligence and Machine Learning (AI/ML), PyTorch (Machine Learning Library), Vision Transformer (ViT), Large Language Modeling, Embeddings, Network Architecture

    Intermediate · Course · 1 - 3 Months

  • I

    Illinois Institute of Technology

    Master of Business Administration (MBA)

    Skills you'll gain: Process Improvement, Pay Per Click Advertising, Digital Marketing, Responsible AI, Process Management, Global Marketing, Web Analytics, Culture Transformation, Financial Statement Analysis, Digital Transformation, Market Dynamics, Capital Budgeting, Design Thinking, Descriptive Statistics, Predictive Analytics, Leadership and Management, Game Theory, Product Lifecycle Management, Microsoft Excel, Business Strategy

    Earn a degree

    Degree · 1 - 4 Years

  • U

    University of Huddersfield

    BSc Data Science

    Skills you'll gain: Integral Calculus, Graph Theory, Matplotlib, Computational Logic, Calculus, Differential Equations, Theoretical Computer Science, Data Visualization Software, Algorithms, Python Programming, Computational Thinking, Data Analysis, Mathematical Modeling, Computer Science, Logical Reasoning, Engineering Analysis, Applied Mathematics, Data Manipulation, Statistical Analysis, Data Structures

    Earn a degree

    Degree · 1 - 4 Years

  • U

    University of London

    Master of Science in Cyber Security

    Skills you'll gain: Key Management, Security Management, Human Factors (Security), Application Security, Infrastructure Security, Information Privacy, Cyber Governance, Cryptography, Network Security, Threat Modeling, Business Continuity Planning, OSI Models, Computer Security Incident Management, Cyber Security Policies, Intrusion Detection and Prevention, Cyber Security Strategy, ISO/IEC 27001, Incident Response, Data Collection, Data Analysis

    Earn a degree

    Degree · 1 - 4 Years

  • Status: New
    New
    G

    Google Cloud

    Model Armor: KI-Bereitstellungen absichern

    Skills you'll gain: AI Security, Open Web Application Security Project (OWASP), Large Language Modeling, Model Deployment, Prompt Engineering, Security Testing, Security Controls, Vulnerability Management, Security Management, Application Programming Interface (API), System Configuration

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Secure AI with Privacy and Access Controls

    Skills you'll gain: Data Loss Prevention, AI Security, Responsible AI, Information Privacy, Personally Identifiable Information, Security Controls, Threat Modeling, Data Security, Security Awareness, Incident Response, Cyber Security Policies, Governance, Risk Management Framework, Identity and Access Management, Data Governance, Generative AI

    Intermediate · Course · 1 - 4 Weeks

  • H

    HEC Paris

    Executive MSc & MSc in Innovation and Entrepreneurship

    Skills you'll gain: New Product Development, Research Methodologies, Intellectual Property, Performance Measurement, Design Thinking, Value Propositions, Private Equity, Social Media Strategy, Business Modeling, Team Building, Active Listening, Sustainable Business, Business Planning, Business Strategy, Social Impact, Entrepreneurial Finance, Supplier Relationship Management, Ideation, Entrepreneurship, Innovation

    Earn a degree

    Degree · 1 - 4 Years

  • C

    Clemson University

    Master of Science in Computer Science

    Skills you'll gain: Human Computer Interaction, Large Language Modeling, Dimensionality Reduction, Database Design, Database Management Systems, Generative AI, MySQL, Model Evaluation, Software Development Methodologies, Usability, Reinforcement Learning, Data Preprocessing, Data Mining, Data Structures, Responsible AI, Algorithms, Software Engineering, Artificial Intelligence, Human Machine Interfaces, AI Enablement

    Earn a degree

    Degree · 1 - 4 Years

  • I

    Indian School of Business

    Certificate in Strategic Leadership

    Skills you'll gain: Business Strategy, Crisis Management, Strategic Planning, Strategic Leadership, Professional Development, Business Leadership, Growth Strategies, Business Modeling, Leadership Development, Leadership, Leadership and Management, Competitive Analysis, Stakeholder Communications, Competitive Intelligence, Team Leadership, Business Ethics, Strategic Decision-Making, Value Propositions, Market Analysis, Market Opportunities

    University Certificate · 6 - 12 Months

  • G

    Google Cloud

    Responsible AI for Developers: Privacy & Safety - 日本語版

    Skills you'll gain: AI Security, Responsible AI, Generative AI, Google Cloud Platform, Information Privacy, Federated Learning, Threat Modeling, Artificial Intelligence, Data Security, Model Deployment, Safety and Security, Data Governance, Encryption

    Intermediate · Course · 1 - 3 Months

  • U

    Universidad de los Andes

    Maestría en Gerencia de Tecnologías de Información

    Skills you'll gain: User Story, Version Control, Business Modeling, Process Analysis, Business Process Modeling, Engineering Management, Financial Statement Analysis, Software Architecture, Artificial Intelligence, Security Requirements Analysis, Risk Analysis, Crisis Management, Agile Project Management, Blockchain, Service Design, IT Management, Product Management, Generative AI, Technology Strategies, Payment Systems

    Earn a degree

    Degree · 1 - 4 Years

  • U

    University of Leeds

    Master of Science in Data Science (Statistics)

    Skills you'll gain: Data Ethics, Data Presentation, Regression Analysis, Web Scraping, Data Storytelling, Statistical Hypothesis Testing, Matplotlib, Bayesian Statistics, Data Analysis, Statistical Machine Learning, Model Evaluation, Exploratory Data Analysis, Classification And Regression Tree (CART), Network Analysis, Statistical Methods, Applied Machine Learning, Statistical Modeling, Data Preprocessing, Object Oriented Programming (OOP), Linear Algebra

    Earn a degree

    Degree · 1 - 4 Years

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In summary, here are 10 of our most popular predictive modeling courses

  • Introduction to Deep Learning: University of Colorado Boulder
  • Master of Business Administration (MBA): Illinois Institute of Technology
  • BSc Data Science: University of Huddersfield
  • Master of Science in Cyber Security: University of London
  • Model Armor: KI-Bereitstellungen absichern: Google Cloud
  • Secure AI with Privacy and Access Controls: Coursera
  • Executive MSc & MSc in Innovation and Entrepreneurship: HEC Paris
  • Master of Science in Computer Science: Clemson University
  • Certificate in Strategic Leadership: Indian School of Business
  • Responsible AI for Developers: Privacy & Safety - 日本語版: Google Cloud

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